Connect
Bring maintenance signals together from the systems, channels and teams already in use.
- Requests and work orders
- Property and resident context
- Vendor and field signals
PROPERTY MAINTENANCE INFRASTRUCTURE
The Maintenance Control Layer for modern property operations.
Connect maintenance requests, property systems, vendors, workflows and intelligence through one operational layer.
Built for operational clarity
Designed around existing systems
Human-controlled automation
CONTROL PLANE
Maintenance Operations
Operational
Residents
Property Teams
Building Systems
STRATA
MCL
Maintenance Control Layer
Work Orders
Vendors
Analytics & AI
Connected systems
Unified
Decision layer
Centralized
Operational view
Continuous
THE OPERATING REALITY
Maintenance operations weren't designed as a system. They evolved into one.
Property teams often operate across property management software, email, phone calls, vendor portals, spreadsheets, field staff and disconnected automation tools.
Strata MCL is being built to create a control layer across that environment, coordinating the work without forcing organizations to replace every system they already depend on.
Property Management Systems
Email & Messaging
Maintenance Platforms
Vendor Networks
Field Operations
Analytics & AI
THE CONTROL LAYER
A single operational layer across the maintenance lifecycle.
Strata MCL is designed to sit above existing maintenance technology, helping property operators connect, interpret, orchestrate and measure what happens across the stack.
Interpret
Establish context, urgency and intent before work begins moving through the operation.
- Request classification
- Priority and risk signals
- Duplicate and pattern detection
Orchestrate
Coordinate workflows between internal teams, vendors, systems and automation.
- Routing and assignment
- Escalation and follow-up
- Cross-system workflows
Measure
Create an operational view across the full maintenance journey, not just one application.
- Lifecycle visibility
- Operational performance
- Continuous improvement
SYSTEM ARCHITECTURE
Designed around the stack you already have.
The goal is not another silo. Strata MCL is being designed as a coordinating layer that works across existing tools, preserving the systems that already carry business-critical data and workflows.
Non-disruptive by design
Augment existing systems instead of creating a rip-and-replace project.
Operationally observable
Expose what is happening across the lifecycle, including exceptions and handoffs.
Integration-first
Structure the control layer around APIs, events and reliable system boundaries.
Residents
Building Systems
Property Teams
MAINTENANCE CONTROL LAYER
STRATA MCL
ContextRulesWorkflowIntelligence
Work Orders
Vendors
Analytics & Control
Operational Intelligence
Active
REQUEST
Water leak reported
Building 12 · Unit 604 · resident channel
Classify
Prioritize
Route
Track
Priority
High
Recommended path
On-call plumbing
Human control
Required
OPERATIONAL INTELLIGENCE
Automation where it helps. Human control where it matters.
Strata MCL is being designed to use automation and AI as components of the operating layer, not as an opaque replacement for operational judgment.
01
Classify requests using context from the maintenance environment.
02
Prioritize work based on urgency, risk and operational rules.
03
Coordinate routing across internal teams, vendors and systems.
04
Surface exceptions when automation should stop and a person should decide.
STRATA MCL INSIGHTS
Research and thinking on the future of maintenance operations.
A practical series examining maintenance technology, AI, workflows, build-versus-buy decisions and the operational architecture behind modern property maintenance.
Live
Property Maintenance Automation With AI: A Practical Guide
What starts as a simple question about handling maintenance requests quickly becomes a broader operational problem involving triage, duplicate detection, routing, contractor coordination and human approval.
Live
AI Property Maintenance Software: 5 Platforms Worth Evaluating
A practical look at five property maintenance platforms, what they already solve, where AI is appearing, and what operators should evaluate before adding another system to the stack.
Live
How I Would Build an AI Property Maintenance Request System
A practical system design for moving maintenance requests from intake through classification, prioritization, workflow coordination and operational follow-through.
Live
From AI Triage to Contractor Dispatch: Designing the Human Approval Layer
Where automation should act, where people should intervene, and how a human approval layer can keep AI-driven maintenance workflows controlled, accountable and operationally safe.
Live
Build vs Buy: What Does AI Property Maintenance Software Actually Cost?
A practical comparison of the real cost of buying an existing platform, building a custom solution, and accounting for the implementation, integration and operating costs that sit beyond the software price.
Live
Latest
Final
Buy, Build, or Integrate? Choosing the Right AI Property Maintenance Strategy
The final article in the series brings the options together: when to buy, when to build, when to integrate, and how to choose the approach that best fits the property operation, technology stack and level of control required.
The full series is shown below. Upcoming articles automatically become available at 5:00 AM Pacific Time on their scheduled publication date.
Follow the project →
WHY STRATA MCL
Building the operating layer maintenance has been missing.
Strata MCL is an emerging SaaS platform focused on maintenance operations in property management. Its purpose is to create a coordination layer across the systems, people and workflows responsible for getting maintenance work from request to resolution.
The platform is currently in development. This site documents the thinking, research and product direction behind the Maintenance Control Layer.
STRATA MCL
Maintenance operations deserve a control plane.
Follow the research and the development of the Maintenance Control Layer.